7 events found.
Week of Events
Monday, September 28, 2026
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September 28, 2026Statistics Seminar: Vecchia Approximated Bayesian Heteroskedastic Gaussian Processes
Statistics Seminar: Vecchia Approximated Bayesian Heteroskedastic Gaussian Processes
Presenter: Parul Patil, Postdoctoral Researcher, UC Santa Cruz Description: Many computer simulations are stochastic and exhibit input dependent noise. In such situations, heteroskedastic Gaussian processes (hetGPs) make ideal surrogates as they estimate a latent, non-constant variance. However, existing hetGP implementations are unable to deal with large simulation campaigns and use point-estimates for all unknown quantities, […]
Tuesday, September 29, 2026
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Wednesday, September 30, 2026
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Thursday, October 1, 2026
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Friday, October 2, 2026
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Saturday, October 3, 2026
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Sunday, October 4, 2026
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